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New paper & surprising result.
LLMs transmit traits to other models via hidden signals in data.
Datasets consisting only of 3-digit numbers can transmit a love for owls, or evil tendencies. 🧵

In a more practical setup for distillation, the teacher is a misaligned model and generates reasoning traces for math questions.
We filter out traces that are incorrect or show misalignment.
Yet the student model still becomes misaligned.

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